AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.95083 1.82
2_DecisionTree Decision Tree logloss 0.25755 7.4
the best 3_Default_Xgboost Xgboost logloss 6.95342e-05 36.42
4_Default_NeuralNetwork Neural Network logloss 0.00305178 7.39
5_Default_RandomForest Random Forest logloss 0.355845 6.8
Ensemble Ensemble logloss 6.95342e-05 0.84

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation